Semantic Segmentation on Pascal VOC 1/8 labeled 2012
87.9mIoUUniMatch V2 (published)
Evaluation results
| Method | Links | |
|---|---|---|
| UniMatch V2 (published)Encoder=DINOv2-B2026.07 | 87.9 | |
| PixConEncoder=DINOv2-B2026.07 | 87.9 | |
| UniMatch V2 (our repro)Encoder=DINOv2-B2026.07 | 87.01 | |
| SemiVLEncoder=CLIP-B2026.07 | 85.6 | |
| UniMatch V2 (published)Encoder=DINOv2-S2026.07 | 85.5 | |
| BeyondPixelsEncoder=RN-1012026.07 | 78.6 | |
| CorrMatchEncoder=RN-1012026.07 | 78.5 | |
| PrevMatchEncoder=RN-1012026.07 | 78.5 | |
| AllSparkEncoder=MiT-B52026.07 | 78.4 | |
| DDFPEncoder=RN-1012026.07 | 78 | |
| UniMatchEncoder=RN-1012026.07 | 77.2 | |
| CW-BASSEncoder=RN-502026.07 | 75.8 | |
| AugSegEncoder=RN-1012026.07 | 75.5 | |
| ST++Encoder=RN-1012026.07 | 71 | |
| PS-MTEncoder=RN-1012026.07 | 69.6 | |
| U2PLEncoder=RN-1012026.07 | 69.2 | |
| Supervised baselineEncoder=RN-1012026.07 | 55.3 |